公开记录中等
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 03:07 UTC
rosettacommons / atomworks
A generalized computational framework for biomolecular modeling.
rosettacommons/atomworks 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Vitality（81/100），最低的是AI Readiness（48/100）。 最近一次更新在 6 天前。 近期的大部分工作由 1 位贡献者完成。
68
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
68
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | atomworks | 2.2.1 | 19,385 | 12 | 38 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
81
开发活跃度
83良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 6 天前 |
| 18.7/36 | 提交节奏 — 52 周中有 27 周有提交 |
| 18/18 | 提交量 — 最近一年 415 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 415 |
| human_commit_share | — |
| days_since_last_push | 6 |
| active_weeks_last_year | 27 |
发布纪律
78良好
评分方式
| 27/27 | 有发布版本 — 已发布 9 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 209 天前 |
| 27/27 | 发布节奏 — 约每 15.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 9 |
| latest_release_tag | v2.2.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 209 |
| mean_days_between_releases | 15.4 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
63
流行度与采用
63中等
评分方式
| 42.7/60 | 星标 — 432 个星标 |
| 13.9/25 | 复刻 — 47 个复刻 |
| 6.2/15 | 关注者 — 14 位关注者 |
所用输入
| forks | 47 |
| stars | 432 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
57中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（BSD-3-Clause） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
生态采用（下载量）
72良好
评分方式
| 57.2/80 | 月度下载量 — pypi 合计每月 19,385 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | atomworks |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 19,385 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
64
维护者韧性（巴士系数）
42存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 9.6/22.5 | 提交分布 — 头号贡献者编写了 57% 的提交 |
| 13.5/13.5 | 贡献者广度 — 27 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 9 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 27 |
| top_contributor_share | 0.574 |
议题与 PR 响应能力
50中等
评分方式
| 16.1/46.8 | 议题解决 — 34% 的议题已关闭 |
| 32.5/38.3 | PR 接受 — 已裁定的 PR 中 45/53 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 3/19 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 45 |
| open_issues | 21 |
| closed_issues | 11 |
| issue_closed_ratio | 0.344 |
| closed_unmerged_prs | 8 |
所有权与托管责任
77良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 22/25 | 所有者影响力 — RosettaCommons 有 1,164 位关注者 |
| 24.6/25 | 既往记录 — 52 个公开仓库，账户约 13 年 |
所用输入
| followers | 1,164 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RosettaCommons |
| public_repos | 52 |
| account_age_days | 4,873 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 38 天前 |
| 20/20 | 版本历史 — 12 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | atomworks |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 38 |
工程质量
基础的工程与文档实践是否到位？
76
工程实践
66中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://rosettacommons.github.io/atomworks/latest/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://rosettacommons.github.io/atomworks/latest/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
49
安全态势
49存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/19 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3/5 | SAST — SAST tool is not run on all commits -- score normalized to 6 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 52 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.9 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
48
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, docs/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — src/atomworks/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | src/atomworks/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/atomworks/py.typed） |
| 54.6/55 | 可控的文件大小 — 采样的 257 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 73,714 |
| source_files_sampled | 257 |
| oversized_source_files | 2 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
432GitHub 星标
27贡献者
415最近 12 个月提交数
6距最近推送天数
9发布版本数
1巴士系数（bus factor）
21开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 4.9 / 10
4.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/19 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 6 | SAST | SAST tool is not run on all commits -- score normalized to 6 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 52 existing vulnerabilities detected |
直接依赖 14
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | cython | >=3.0.0 | pyproject.toml |
| PyPI | cytoolz | >=0.12.3 | pyproject.toml |
| PyPI | tqdm | >=4.65.0 | pyproject.toml |
| PyPI | typer | >=0.12.5 | pyproject.toml |
| PyPI | numpy | >=1.25.0 | pyproject.toml |
| PyPI | scipy | >=1.13.1 | pyproject.toml |
| PyPI | pandas | >=2.2 | pyproject.toml |
| PyPI | pyarrow | >=17.0.0 | pyproject.toml |
| PyPI | zstandard | >=0.21.0 | pyproject.toml |
| PyPI | py3Dmol | >=2.2.1 | pyproject.toml |
| PyPI | pymol-remote | >=0.0.5 | pyproject.toml |
| PyPI | biotite | ==1.4.0 | pyproject.toml |
| PyPI | hydride | >=1.2.3 | pyproject.toml |
| PyPI | rdkit | >=2024.3.5 | pyproject.toml |
全部依赖 162
来自 GitHub 依赖图的完整解析依赖集合：27 个直接依赖与 135 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | biotite | 1.4.0 | 直接 |
| PyPI | cython | — | 直接 |
| PyPI | cython | 3.2.2 | 直接 |
| PyPI | cytoolz | — | 直接 |
| PyPI | cytoolz | 0.12.3 | 直接 |
| PyPI | hydride | — | 直接 |
| PyPI | hydride | 1.2.3 | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | numpy | 2.3.5 | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | py3dmol | — | 直接 |
| PyPI | py3dmol | 2.5.3 | 直接 |
| PyPI | pyarrow | — | 直接 |
| PyPI | pyarrow | 17.0.0 | 直接 |
| PyPI | pymol-remote | — | 直接 |
| PyPI | pymol-remote | 1.1.0 | 直接 |
| PyPI | rdkit | — | 直接 |
| PyPI | rdkit | 2025.3.6 | 直接 |
| PyPI | scipy | — | 直接 |
| PyPI | scipy | 1.16.3 | 直接 |
| PyPI | tqdm | — | 直接 |
| PyPI | tqdm | 4.67.1 | 直接 |
| PyPI | typer | — | 直接 |
| PyPI | typer | 0.20.0 | 直接 |
| PyPI | zstandard | — | 直接 |
| PyPI | zstandard | 0.25.0 | 直接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | ase | 3.26.0 | 间接 |
| PyPI | ase-db-backends | 0.11.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | atomworks | — | 间接 |
| PyPI | atomworks | 2.1.2 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | beartype | 0.22.8 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | biotraj | 1.2.2 | 间接 |
| PyPI | certifi | 2025.11.12 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.13.0 | 间接 |
| PyPI | cryptography | 46.0.3 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | debugpy | 1.8.17 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | einops | 0.8.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | filelock | 3.20.0 | 间接 |
| PyPI | fonttools | 4.61.0 | 间接 |
| PyPI | fsspec | 2025.12.0 | 间接 |
| PyPI | ghp-import | — | 间接 |
| PyPI | hatch-vcs | — | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 7.1.0 | 间接 |
| PyPI | ipython | 9.8.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | jaxtyping | 0.3.3 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jupyter-client | 8.7.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | kiwisolver | 1.4.9 | 间接 |
| PyPI | lmdb | 1.7.5 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib | — | 间接 |
| PyPI | matplotlib | 3.10.7 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | nbsphinx | — | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.77 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.6.3 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.26.2 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | 间接 |
| PyPI | openbabel-wheel | 3.1.1.22 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandoc | — | 间接 |
| PyPI | parso | 0.8.5 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.0.0 | 间接 |
| PyPI | platformdirs | 4.5.1 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | psutil | 7.1.3 | 间接 |
| PyPI | psycopg2-binary | 2.9.11 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | pycparser | 2.23 | 间接 |
| PyPI | pydata-sphinx-theme | — | 间接 |
| PyPI | pydata-sphinx-theme | 0.16.1 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pymysql | 1.1.2 | 间接 |
| PyPI | pyparsing | 3.2.5 | 间接 |
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| PyPI | wadler-lindig | 0.1.7 | 间接 |
| PyPI | wcwidth | 0.2.14 | 间接 |
原始 JSON 报告 机器可读
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"packages": [
"atomworks"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 19385
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "19,385 downloads/month across pypi",
"points": 57.2,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 19385,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 64,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 42,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 27,
"top_contributor_share": 0.574
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 57% of commits",
"points": 9.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 57
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "27 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 27
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 9 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"merged_prs": 45,
"open_issues": 21,
"closed_issues": 11,
"issue_closed_ratio": 0.344,
"closed_unmerged_prs": 8
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "34% of issues closed",
"points": 16.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 34
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "45/53 decided PRs merged",
"points": 32.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 45,
"decided": 53
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/19 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"followers": 1164,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "RosettaCommons",
"public_repos": 52,
"account_age_days": 4873
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,164 followers of RosettaCommons",
"points": 22,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1164,
"login": "RosettaCommons"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "52 public repos, account ~13 yr old",
"points": 24.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 52
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"atomworks"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 38
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 38 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 38
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "12 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 12
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "9 out of 10 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://rosettacommons.github.io/atomworks/latest/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://rosettacommons.github.io/atomworks/latest/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 49,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 49,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "9 out of 10 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 3/19 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 9 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 6",
"points": 3,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "52 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
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"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
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"docs/Makefile"
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"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/Makefile"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/atomworks/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
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}
],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
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"details": [
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"code": "file_list",
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"files": "lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
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"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 73714,
"source_files_sampled": 257,
"oversized_source_files": 2
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"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/atomworks/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/atomworks/py.typed",
"language": "Python"
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/257 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 257,
"oversized": 2
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}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
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